Hyung-Sin Kim

9 papers · 2020–2026 · 7 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🔥 Unstoppable · Bronze

Venues

CVPR (2) ICLR (2) AAAI (1) ECCV (1) ICCV (1) NSDI (1) WACV (1)

Top co-authors

Saewoong Bahk (3) Eunsu Baek (3) Youngseok Kim (2) Sunwook Hwang (2) Taesik Gong (1) Jiyoon Kim (1) David E. Culler (1) Eunchung Noh (1) Sung-hwan Han (1) Taein Kwon (1)

Research topics

Machine Learning (6) Computer Vision (4) Application Areas (4) Analysis (3) Domain-Specific (3) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Security & Privacy (1) Core AI (1) Optimization & Theory (1) Privacy (1) Techniques (1)

Keywords

domain adaptation (3) out-of-distribution detection (2) domain generalization (2) image restoration (1) egocentric vision (1) computer vision (1) model architecture (1) data augmentation (1) autonomous vehicle (1) test-time adaptation (1) covariate shift (1) motion blur (1) pseudo labeling (1) efficient computing (1) transport protocol (1) model robustness (1) 3d object detection (1) performance optimization (1) semi-supervised learning (1) contrastive learning (1)

Papers

EgoXtreme: A Dataset for Robust Object Pose Estimation in Egocentric Views under Extreme Conditions CVPR 2026 ImageNet-sES: A First Systematic Study of Sensor-Environment Simulation Anchored by Real Recaptures WACV 2026 Let the Void Be Void: Robust Open-Set Semi-Supervised Learning via Selective Non-Alignment AAAI 2026 Adaptive Camera Sensor for Vision Models ICLR 2025 ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration ICLR 2025 Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains CVPR 2024 UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes ICCV 2023 Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach ECCV 2022 Performant TCP for Low-Power Wireless Networks NSDI 2020